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ZENODO
Journal . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Journal . 2026
License: CC BY
Data sources: Datacite
ZENODO
Journal . 2026
License: CC BY
Data sources: Datacite
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AI-ASSISTED INTRUSION DETECTION AND WILDLIFE CONSERVATION: ADDRESSING THE ASSAM TRAIN COLLISION CRISIS

Authors: Asst. Prof. Neeta Ranade;

AI-ASSISTED INTRUSION DETECTION AND WILDLIFE CONSERVATION: ADDRESSING THE ASSAM TRAIN COLLISION CRISIS

Abstract

In India, where infrastructure meets biodiversity-rich environments, railway-wildlife collisions are a significant conservation and safety problem. Seven elephants were killed when a high-speed train in Assam collided with a group of wild Asiatic elephants on December 20, 2025. This case-based study incorporated operational, technological and environmental factors. The collision site was outside the area of AI-based Intrusion Detection Systems (IDS), and the results showed that fog, nighttime operations, and forest cover greatly decreased visibility. The IDS relies on human interaction and operates below Level 4 autonomy, causing significant delays. Elephant movements were not captured by static corridor mapping. To align technology and animal conservation with India's sustainable development goals, multimodal sensing, increased coverage, adaptive speed control, and improved autonomy must be blended with human oversight.

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
Related to Research communities
Italian National Biodiversity Future Center